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Mode
- /en/solutions/sensing-travel-behavior/mode
reliable recognition of the means of transport used, and travelled routes using smartphones. MODE: big data, big advantage Reliable identification of the used means of transport Easy integration in existing [...] applications Privacy and data protection are an inherent part of the software design concept Low impact on battery MODE, applied Next generation mobility surveys – superior data quality Multimodal e-ticketing [...] analysis The collected mobility data is sent to the AIT server for analysis and storage and made available for further processing via standardised interfaces. Privacy and data security have the highest priority
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High Performance Computing
- /en/research-topics/data-science-artificial-intelligence/data-science/high-performance-computing
Computing High Performance Computing The term "Big Data" may have fallen out of fashion, but the issues it raises continue to challenge research and development. Data in any form and from any source continues [...] the perception of its value increases. Data science and artificial intelligence projects are now faced with huge amounts of data, which presents a challenge for data management and processing within a given
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On the way to a new data universe
of the past two to three decades that we are all networked as humans and can send data back and forth. The next big development is the networking of machines," explains Helmut Leopold, who as chairman [...] Safety & Security at AIT . But the enormous flood of data first needs clear rules of play. The completely arbitrary control of people over their data, as happens in China, and the power-politically dangerous [...] a deterrent effect. Gaia-X should largely reduce previous dependencies. A desire is expressed for data exchange to take place while respecting the European values of democracies.... Read the full article
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Experience Measurement
- /en/research-topics/experience-measurement
constraints. Data driven (in sync with the current developments of big data research) insights into actual use, mapped to well understood quality factors (experience factors), is a big gain towards i [...] the last years. In this respect, the ability to acquire, process and understand experience-related data in a reliable, valid and objective fashion has become prerequisite for benchmarking and improving
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AIT Data Scientist Anita Graser receives Geoinformatics Award 2022
with the challenges of Big Data in the field of movement data analysis. To this end, she developed systematic concepts for assessing data quality as well as the necessary technical tools. The latter include [...] Anita Graser is Data Science Expert in the research group "Data Science & Artificial Intelligence" and wrote her dissertation at the Paris-Lodron University Salzburg. In her thesis, she dealt with [...] use on Spark Clusters, as well as more accessible Python Libraries for the visual analysis of motion data. On 28 March, this year's award winners were selected by the Runder Tisch Geoinformationssysteme
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AIT Guest Lecture with Prof. Yee LEUNG
Leung will also examine how the ever-evolving ICT and IoT can facilitate urban sensing, and how big data such collected can be analyzed to support decision making. The talk will be substantiated by some [...] With the advancement of information and communication technology, data have become ubiquitous, multisource, multitype and multiscale. Acquisition and analysis of such information has become an important
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RETIDA
- /en/research-topics/mobility-data-collection-and-analysis/projects/retida
enabling real-time data access for interactive scenarios on top of complex data-intensive workflows. The project REDITA develops a real-time data analytics platform enhancing an existing data pipeline toolchain [...] RETIDA Real-Time Data Analytics in the Mobility Domain The ever-increasing amount of data available in various research domains leads to new scientific and industrial challenges. The data captured and managed [...] produced continuously (data streams) and have a variety of formats ranging from text files (e.g. Twitter messages) to binary formats (cell phone data or GPS traces). Such heterogeneous data streams increase
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ADV TRENDS - Talk
Efficient data processing based on photonics', Senior Scientist Bernhard Schrenk from the AIT Austrian Institute of Technology provided us with fascinating insights into the world of photonic data processing [...] contribute to energy-efficient and scalable data processing in the future. And why is this sustainable? Because silicon is ultimately a favoured waste product of the Big Bang due to the fine-tuning of the universe
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in-source
- /en/in-source
The project will combine urban big data with emerging urban modeling tools in order to assess urban transformation strategies. The main result will be a shared urban data and modeling framework, integrating [...] system models. Involving urban stakeholders in the whole process: developing indicators, including data, developing tools to model and visualize the impacts and help developing strategies. Considering common
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OVE Fem-Meetup: Data Science & Artificial Intelligence
Digital Safety & Security, then spoke about big data analysis and how it can contribute to a better understanding of the Corona pandemic, for example. Big Data analysis is literally the search for a needle [...] held jointly with the AIT Austrian Institute of Technology, focused on the topics of women's careers, data science and artificial intelligence. What measures can companies take to promote women's careers? [...] to make a sustainable contribution to the positive development of Austria as a business location." Data Science and Artificial Intelligence Two successful female researchers gave an insight into their projects
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Digital Resilient Cities and Regions
- /en/solutions/digital-resilient-cities-and-regions
our differentiator. We combine innovative processes with the latest digital planning tools using big data and Artificial Intelligence (AI). Transcending the boundaries of traditional disciplines and enhancing [...] urban isn’t on its way: we’re applying it now. We develop and apply cutting-edge tools, while using big data and AI for smart urban planning and management. We believe that today’s complexities call for highly [...] and private businesses to: build data-informed scenarios for their strategic planning; use AI to design new districts; visualise urban complexities; and identify which data and tools are needed to reap the
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Data driven performance and failure diagnosis of PV syste
- /en/solutions/photovoltaic-modules-power-plants/data-driven-performance-and-failure-diagnosis-of-pv-systems
Data driven performance and failure diagnosis of PV syste Data driven performance and failure diagnosis of PV systems Digital technologies are widely used in PV power plants operation to increase asset [...] n of data analytics and machine learning algorithms Simulation of performance models (“Digital Twins”) to detect system performance deviations and classification of system failures based on data feeds [...] feeds Correction of sensor measurement uncertainties Visualization of “Big Data” Your benefits Visualized insights and actions of your PV power plants Detection and interpretation of failures Actions
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Industrial Data Science
- /en/research-topics/data-science-artificial-intelligence/data-science/industrial-data-science
DSAI’s Industrial Data Science (IDS) portfolio can help firms make the most of their data, to conquer the digital transformation challenges. DSAI data analytics approaches span the entire data science lifecycle [...] Industrial Data Science Industrial Data Science DSAI investigates and applies data analytics approaches to gain new insights into industrial processes. The digital transformation provides industries with [...] analytics technology and big-data frameworks. Projects Data Science & Artificial Intelligence Projects × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send
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Publications
- /en/research-topics/data-science-artificial-intelligence/publications
(ACM MM) , 2020. A. D’Alconzo, I. Drago, A. Morichetta, M. Mellia, P. Casas (2019) A Survey on Big Data for Network Traffic Monitoring and Analysis. In IEEE Trans. on Network and Service Management (TNSM) [...] Fast: Continuous Learning over Streaming Data. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Workshop on Continual Learning , 2018. Data Science for Public Security A. Lindley, [...] Fake-Shops through Machine Learning. In Proceedings of the 2020 IEEE International Conference on Big Data , 10-13 December 2020. IEEE, Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923.
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Insight into virtual currencies
- /en/research-topics/datascienceartificialintelligence/unser-angebot/graphsense
GmbH, WU - Wirtschaftsuniversität Wien Insight into Virtual Currency Ecosystems by making use of Big Data Technology Bitcoin is the most prominent example of a virtual cryptocurrency and the use of Blockchain [...] features and describe their technical implementation , (III) and then focus on the computational (Big Data) challenges with building such a platform. (IV) possible future research directions. × Kontakt Formular [...] challenge of the GraphSense project lies in the structure and constantly growing volume of transaction data to be analysed. The current total of around 100 million individual transactions form a transaction
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TX Day 2019
Sichtweisen Impulsvorträge: User Experience QualitätsmodelleZukünftige InteraktionsformenSynergie von Big Data und Experience OptimierungExperience mit neuen technologischen Entwicklungen (z.B. Automatisierung)
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ITS World Congress and Exhibition Bordeaux
ons for sustainable mobility Automated Roads, Automated Management, Automated DrivingAre Big Data and Open Data transport’s "silver bullets"? It would be our pleasure to welcome you to this year’s
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Disinformation Detection
- /en/research-topics/data-science-artificial-intelligence/solutions-services/disinformation-detection
information on social networks makes this task a Big Data problem that also requires attention to the technical aspects of managing and processing such volumes of data. Therefore, we combine this with our research [...] Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Mina Schütz Data Science & Artificial Intelligence mina.schuetz(at)ait.ac.at
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Smart Spatial Planning
- /en/solutions/digital-resilient-cities-and-regions/smart-spatial-planning
urban isn’t on its way: we’re applying it now. We develop and apply cutting-edge tools, while using big data and AI for smart urban planning and management. We believe that today’s complexities call for highly [...] and private businesses to: build data-informed scenarios for their strategic planning; use AI to design new districts; visualise urban complexities; and identify which data and tools are needed to reap the [...] new planning experiences and insights combing novel digital methods like augmented reality. Spatial Data Analytics We mine cities for information in order to visualise and plan their future. In doing so
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4TH INTERNATIONAL DATA SCIENCE CONFERENCE (IDSC21)
without sound data science. This concerns areas such as Artificial Intelligence, Internet of Things (IoT), but also Industry and Production 4.0 and furthermore enables advances in data mining, data analysis [...] high-profile keynotes from: Cornelia Schaurecker, Vodafone Group Global Director Big Data & AI Allan Hanbury, Professor for Data Intelligence, Head of E-Commerce Research Unit und Vice Dean of Academic Affairs [...] development and application spectrum of Data Science This year, iDSC 2021 will feature 5 top-class keynote speakers who will provide a wide-ranging overview of current data science research and implementation
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